蔡科超 副教授
姓名：蔡科超
职称：副教授
人才计划：中山大学“百人计划”
Email：caikch3@mail.sysu.edu.cn
个人主页：https://kechao.me
研究领域：
智能通信网络，机器学习，强化学习，网络图结构分析，大数据处理与分析
欢迎对上述方向感兴趣的研究生以及有科研兴趣和计划的本科生随时与我交流沟通，期待你们加入实验室！
教育经历：
2006.09 - 2010.07 华中科技大学，电子信息工程，学士 （湖北省优秀毕业生）
2010.09 - 2013.05 华中科技大学，通信与信息系统，硕士（湖北省优秀硕士毕业生）
2014.08 - 2019.10 香港中文大学，计算机科学与工程，博士导师： Prof. John C.S. Lui (ACM/IEEE Fellow)
工作经历：
2014.02 - 2014.07 香港中文大学，计算机科学与工程系，研究助理
2018.06 - 2018.09 华为2012未来网络实验室，实习研究员
2019.10 - 2021.03 香港中文大学，计算机科学与工程系，博士后
2021.04 - 2025.03 中山大学，助理教授，硕士生导师
2025.03 - 至今 中山大学，副教授
教授课程：
智能学习与算法，本科生课程
在线学习与决策优化，研究生课程
获奖情况：
- IEEE Travel Award 2018
- Postgraduate Studentship of Chinese University of Hong Kong (CUHK), 2014-2019
- Outstanding Graduate Student of HUST, 2013
- National Scholarship for Graduate Student, 2012
- Outstanding Undergraduate Student of HUST, 2010
代表性论著：
期刊论文：
- [TON] Kechao Cai, H. Xie, and John C.S. Lui. Information Spreading Forensics using Sequential Dependent Snapshots. IEEE/ACM Transactions on Networking, Volume: PP, Issue: 99, 2018. (CCF:A, JCR:Q1,中科院一区)
- [PER] Kechao Cai, H. Xie, and John C.S. Lui. Generalization of information spreading forensics via sequential dependent snapshots. Special Issue of Performance Evaluation Review, 2016.
- [TWC] Kechao Cai, Z. Yin, H. Jiang, G. Tan, P. Guo, C. Wang, and B. Li. Onionmap: A Scalable Geometric Addressing and Routing Scheme for 3d Sensor Networks. IEEE Transactions on Wireless Communications, 14(1):57–68, 2015. (CCF:A, JCR:Q1,中科院一区)
- [TPDS] W. Liu, H. Jiang, X. Bai, G. Tan, C. Wang, W. Liu, and Kechao Cai. Distance transform-based skeleton extraction and its applications in sensor networks. IEEE Trans. Parallel Distrib. Syst. (IEEE TPDS), 24(9):1763–1772, 2013. (CCF:A, JCR:Q1,中科院一区)
会议论文：
- Kechao Cai and John C.S. Lui. An Online Learning Multi-path Selection Framework for Multi-path Transmission Protocols. The 53rd Annual Conference on Information Systems & Sciences (CISS), 2019.
- K. Chen, Kechao Cai, L. Huang, and John C.S. Lui. Beyond the Click-Through Rate: Web Link Selection with Multi-level Feedback. International Joint Conferences on Artificial Intelligence (IJCAI), 2018. (CCF:A)
- Kechao Cai, X. Liu, Y. Chen, and John C.S. Lui. An Online Learning Approach to Network Application Optimization with Guarantee. IEEE International Conference on Computer Communications (IEEE INFOCOM), 2018. (CCF:A)
- Kechao Cai, K. Chen, L. Huang, and John C.S. Lui. Multi-level Feedback Web Links Selection Problem: Learning and Optimization. In IEEE International Conference on Data Mining (IEEE ICDM), 2017. (CCF:B)
- Kechao Cai, H. Xie, and John C.S. Lui. Generalization of information spreading forensics via sequential dependent snapshots. In MAthmatical Modeling and Analysis (MAMA), 2016.
- W. Liu, H. Jiang, X. Bai, G. Tan, C. Wang, W. Liu, and Kechao Cai. Skeleton extraction from incomplete boundaries in sensor networks based on distance transform. IEEE International Conference on Distributed Computing Systems (IEEE ICDCS), 2012. (CCF:B)
- Kechao Cai, G. Tan and H. Jiang. Embedding Networks Using Hyperbolic Vivaldi Algorithm. IEEE INFOCOM Student Poster, 2011.
专利成果：
|
序号 No. |
专利名称及专利号（或申请号） Patents’ name and number(or application number) |
专利授权国 Authorized Country |
专利保护期（或申请日/公开日/授权日，注明专利状态，申请/公开/授权） Term of Patent Protection(or publication date) |
发明人 Inventor |
|
1 |
一种室内定位指纹库的动态建立方法及系统 (CN201310676193.8) |
中国 |
2014-04-23,公开 |
谭光;尹知萌;蔡科超;蒋洪波 |
学术兼职：
国际期刊审稿人：
IEEE/ACM Transactions on Networking (IEEE/ACM ToN)
IEEE Transactions on Mobile Computing (IEEE TMC)
IEEE Transactions on Communications (IEEE TC)
IEEE Transactions on Parallel and Distributed Systems (IEEE TPDS)
IEEE Communications Magazine
Wireless Networks
Ad Hoc & Sensor Wireless Networks
国际会议审稿人：
IEEE International Conference on Computer Communications (IEEE INFOCOM)
ACM SIGMETRICS
International Joint Conference on Artificial Intelligence (IJCAI)
Association for the Advancement of Artificial Intelligence (AAAI)
ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc)
IEEE/ACM International Conference on Advances in Social Network Analysis and Mining (ASONAM)
IEEE GLOBECOM, IEEE ICC
国际会议程序委员 (TPC):
BigCom 2021
BigCyberSecurity 2018